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Open Source Computer Vision Library
https://opencv.org/
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75 lines
2.5 KiB
75 lines
2.5 KiB
import java.util.Arrays; |
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import org.opencv.core.*; |
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import org.opencv.highgui.HighGui; |
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import org.opencv.imgproc.Imgproc; |
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import org.opencv.video.Video; |
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import org.opencv.videoio.VideoCapture; |
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class Camshift { |
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public void run(String[] args) { |
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String filename = args[0]; |
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VideoCapture capture = new VideoCapture(filename); |
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if (!capture.isOpened()) { |
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System.out.println("Unable to open file!"); |
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System.exit(-1); |
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} |
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Mat frame = new Mat(), hsv_roi = new Mat(), mask = new Mat(), roi; |
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// take the first frame of the video |
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capture.read(frame); |
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//setup initial location of window |
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Rect track_window = new Rect(300, 200, 100, 50); |
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// set up the ROI for tracking |
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roi = new Mat(frame, track_window); |
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Imgproc.cvtColor(roi, hsv_roi, Imgproc.COLOR_BGR2HSV); |
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Core.inRange(hsv_roi, new Scalar(0, 60, 32), new Scalar(180, 255, 255), mask); |
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MatOfFloat range = new MatOfFloat(0, 256); |
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Mat roi_hist = new Mat(); |
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MatOfInt histSize = new MatOfInt(180); |
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MatOfInt channels = new MatOfInt(0); |
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Imgproc.calcHist(Arrays.asList(hsv_roi), channels, mask, roi_hist, histSize, range); |
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Core.normalize(roi_hist, roi_hist, 0, 255, Core.NORM_MINMAX); |
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// Setup the termination criteria, either 10 iteration or move by atleast 1 pt |
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TermCriteria term_crit = new TermCriteria(TermCriteria.EPS | TermCriteria.COUNT, 10, 1); |
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while (true) { |
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Mat hsv = new Mat() , dst = new Mat(); |
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capture.read(frame); |
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if (frame.empty()) { |
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break; |
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} |
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Imgproc.cvtColor(frame, hsv, Imgproc.COLOR_BGR2HSV); |
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Imgproc.calcBackProject(Arrays.asList(hsv), channels, roi_hist, dst, range, 1); |
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// apply camshift to get the new location |
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RotatedRect rot_rect = Video.CamShift(dst, track_window, term_crit); |
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// Draw it on image |
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Point[] points = new Point[4]; |
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rot_rect.points(points); |
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for (int i = 0; i < 4 ;i++) { |
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Imgproc.line(frame, points[i], points[(i+1)%4], new Scalar(255, 0, 0),2); |
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} |
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HighGui.imshow("img2", frame); |
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int keyboard = HighGui.waitKey(30); |
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if (keyboard == 'q'|| keyboard == 27) { |
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break; |
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} |
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} |
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System.exit(0); |
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} |
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} |
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public class CamshiftDemo { |
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public static void main(String[] args) { |
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System.loadLibrary(Core.NATIVE_LIBRARY_NAME); |
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new Camshift().run(args); |
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} |
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}
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